The TyG-WHtR index as a novel predictor of nocturnal hypertension in metabolic syndrome

Objective To investigate the association between triglyceride-glucose index to waist-to-height ratio (TyG-WHtR) and nocturnal hypertension in metabolic syndrome (MetS) patients. Methods This cross-sectional study included 180 adults with MetS undergoing 24-hour ambulatory blood pressure monitoring. Nocturnal hypertension was defined as mean nighttime SBP ≥120 mmHg and/or DBP ≥70 mmHg. Multivariable logistic regression and ROC analysis were performed. Results Nocturnal hypertension was present in 48.3% of participants. TyG-WHtR was significantly higher in the nocturnal hypertension group (5.7 ± 0.5 vs. 5.1 ± 0.4, p = 6.05×10 −13 ). After adjustment for confounders, TyG-WHtR remained independently associated with nocturnal hypertension (OR: 17.27, 95% CI: 5.76–58.87, p = 1.35×10 −6 ). The AUC was 0.794 (95% CI: 0.73–0.86), with optimal cutoff 5.65 (sensitivity 56.3%, specificity 91.4%). Conclusions TyG-WHtR was independently associated with nocturnal hypertension in MetS patients and showed acceptable discriminative ability, significantly better than the TyG index alone.

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Publication Details

Journal
Frontiers in Cardiovascular Medicine
Published
2026-11-03
DOI
https://doi.org/10.3389/fcvm.2026.1941261
Primary Topic
Diabetes, Cardiovascular Risks, and Lipoproteins
Type
article
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article

The TyG-WHtR index as a novel predictor of nocturnal hypertension in metabolic syndrome

Qin Zhang, Duan Wang, Hailong Su, Yanqiu Li et al.
Frontiers in Cardiovascular Medicine
Diabetes, Cardiovascular Risks, and Lipoproteins
article

The TyG-WHtR index as a novel predictor of nocturnal hypertension in metabolic syndrome

Qin Zhang, Duan Wang, Hailong Su, Yanqiu Li, Xinlian Duan
article en

Abstract

Objective To investigate the association between triglyceride-glucose index to waist-to-height ratio (TyG-WHtR) and nocturnal hypertension in metabolic syndrome (MetS) patients. Methods This cross-sectional study included 180 adults with MetS undergoing 24-hour ambulatory blood pressure monitoring. Nocturnal hypertension was defined as mean nighttime SBP ≥120 mmHg and/or DBP ≥70 mmHg. Multivariable logistic regression and ROC analysis were performed. Results Nocturnal hypertension was present in 48.3% of participants. TyG-WHtR was significantly higher in the nocturnal hypertension group (5.7 ± 0.5 vs. 5.1 ± 0.4, p = 6.05×10 −13 ). After adjustment for confounders, TyG-WHtR remained independently associated with nocturnal hypertension (OR: 17.27, 95% CI: 5.76–58.87, p = 1.35×10 −6 ). The AUC was 0.794 (95% CI: 0.73–0.86), with optimal cutoff 5.65 (sensitivity 56.3%, specificity 91.4%). Conclusions TyG-WHtR was independently associated with nocturnal hypertension in MetS patients and showed acceptable discriminative ability, significantly better than the TyG index alone.

Frontiers in Cardiovascular MedicineVol. 13
Chongqing Medical University (CN)
Openalex Percentile: Top 12%
Diabetes, Cardiovascular Risks, and Lipoproteins
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